Statistical Analysis Courses and Certifications

DigitalSreeni

Understanding Data Distributions - Statistical Analysis in Python Tutorial 3

Explore data distributions through visual methods, normality tests, and transformations using Python and the UCI Wine Quality Dataset for statistical analysis.

• YouTube
• 43 minutes
• On-Demand
• Free Video

DigitalSreeni

Comparing Two Groups - Statistical Analysis in Python Tutorial 4

Master statistical hypothesis testing by comparing two groups using parametric tests like t-tests and chi-square, with Python code examples on real heart disease data.

• YouTube
• 53 minutes
• On-Demand
• Free Video

DigitalSreeni

Statistical Analysis in Python - Comparing Two Groups with Non-Parametric Tests - Tutorial 5

Master non-parametric statistical tests in Python for comparing two groups when data doesn't meet normality assumptions, including Mann-Whitney U and Wilcoxon tests.

• YouTube
• 45 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Statistical Analysis and Cartesian Tensors - Part I

Explore statistical analysis and Cartesian tensors in this introductory module covering fundamental concepts and applications.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Design and Analysis of Experiments | DoE

1070 ratings at Udemy

Design of Experiments: from ANOVA to Factorial Designs using Excel and R.

• Udemy
• 4 hours 2 minutes
• On-Demand
• Paid Course

Statistics & Excel

533 ratings at Udemy

Unlock the Power of Statistical Analysis and Excel in Data-Driven Decision-Making for Various Fields

• Udemy
• 2 days 8 hours 49 minutes
• On-Demand
• Paid Course

Design of Experiments for Optimisation

342 ratings at Udemy

DoE using R: Response Surface Methodology, Lack-of-Fit, Central Composite Designs, Box-Behnken Designs

• Udemy
• 2 hours 59 minutes
• On-Demand
• Paid Course

Microcredential

Statistical Analysis with R for Public Health

2076 ratings at Coursera

Learn statistical analysis with R for public health applications. Covers key concepts, data analysis techniques, and hands-on practice using real-world health datasets to address major public health challenges.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Python for Statistical Analysis

2803 ratings at Udemy

Master applied Statistics with Python by solving real-world problems with state-of-the-art software and libraries

• Udemy
• 8 hours 40 minutes
• On-Demand
• Paid Course

SAS programming Statistical Analyst Certification Course

165 ratings at Udemy

The Complete SAS Prep Course: Statistical Business Analyst using SAS 9.4 on Regression and Modeling (exam ID A00-240)

• Udemy
• 11 hours 57 minutes
• On-Demand
• Paid Course

Health 308: Healthcare Quality & Outcome Measurement

Comprehensive exploration of healthcare quality measurement, covering data management, statistical analysis, patient outcomes, and industry trends for improved healthcare delivery.

• Study.com
• 16 hours 8 minutes
• On-Demand
• Paid Course

MGH Institute of Health Professions

Correlations and t-tests

Explore correlation techniques and t-tests for analyzing healthcare data relationships. Learn to measure variable connections, compare group outcomes, and interpret statistical significance using R for evidence-based decision making.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Statistics: Certificate Program

Learn statistical analysis through video lessons and quizzes, covering topics from data summarization to probability distributions and sampling. Earn a certificate upon completion.

• Study.com
• 14 hours 48 minutes
• On-Demand
• Paid Course

EDUCBA

Apply Quantitative Data Analysis Using R

Master statistical analysis and data visualization in R through hands-on practice with real datasets, descriptive statistics, correlation analysis, and clear result interpretation.

• Coursera
• 5 hours 21 minutes
• On-Demand
• Paid Course

UK Clinical Aptitude Test (UKCAT): Practice & Preparation

Comprehensive preparation for UKCAT, covering critical evaluation, logical thinking, problem-solving, data analysis, abstract reasoning, and situational judgment through video lessons and practice quizzes.

• Study.com
• 8 hours 48 minutes
• On-Demand
• Paid Course